Filter Pruning via Attention Consistency on Feature Maps

Due to the effective guidance of prior information, feature map-based pruning methods have emerged as promising techniques for model compression. In the previous works, the undifferentiated treatment of all information on feature maps amplifies the negative impact of noise and background information...

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Bibliographic Details
Main Authors: Huoxiang Yang, Yongsheng Liang, Wei Liu, Fanyang Meng
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/3/1964